Streaming Media · GCP
Spotify
Spotify runs a large-scale microservices architecture on Google Cloud Platform, with thousands of backend services and streaming/batch data pipelines built around Pub/Sub, Dataflow/Beam, and BigQuery for recommendation and analytics workloads.[5][9][10] Audio is stored in cloud object storage and delivered via multiple CDNs, while Cassandra and other stores serve user metadata, playlists, and real-time features.[3][5][7]
Foundation proximity: Direct API
Foundational models & how they consume them
PrimaryGPT-4-class (AI DJ, personalization tooling)· OpenAI API · Direct API
Cloud & datastore
GCPApache CassandraGoogle BigQueryPostgreSQLGoogle Cloud BigtableGoogle Cloud StorageRedisHDFSCompliance
SOC 2ISO 27001GDPRCCPASimilar companies
NetflixOthers that build on OpenAI · GPT
AbridgeAirbnbAirtableAmbienceAmplitudeAsanaExplore
FAQ
Does Spotify use a foundational AI model?
Spotify uses GPT-4-class (AI DJ, personalization tooling) (Direct API).
What cloud does Spotify run on?
Spotify runs on GCP.
What database does Spotify use?
Spotify uses Apache Cassandra, Google BigQuery, PostgreSQL, Google Cloud Bigtable, Google Cloud Storage, Redis, HDFS.
How close does Spotify run to the foundational model?
Spotify is Direct API — close to the metal, so cheaper tokens and more control over outputs.
Sources
spotify.com ↗Also on the map
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